There are any number of light bulb jokes to justify this saying that must boil down to an innate fear of electricity or just the plain old ineptitude of men with stepladders.
Personally, I hate light bulbs and have been very grateful for the new LED varieties not because of their energy-saving properties but because I don’t have to change them so often.